Learning hybrid neuro-fuzzy classifier models from data: to combine or not to combine?
نویسندگان
چکیده
منابع مشابه
Learning hybrid neuro-fuzzy classifier models from data: to combine or not to combine?
To combine or not to combine? Though not a question of the same gravity as the Shakespeare’s to be or not to be, it is examined in this paper in the context of a hybrid neuro-fuzzy pattern classifier design process. A general fuzzy min-max neural network with its basic learning procedure is used within six different algorithm independent learning schemes. Various versions of cross-validation, r...
متن کاملLearning hybrid neuro-fuzzy classi(er models from data: to combine or not to combine?
To combine or not to combine? This very important question is examined in this paper in the context of a hybrid neuro-fuzzy pattern classi(er design process. A general fuzzy min–max neural network with its basic learning procedure is used within (ve di3erent algorithm-independent learning schemes. Various versions of cross-validation and resampling techniques, leading to generation of a single ...
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Antipsychotic monotherapy is strongly recommended in the treatment of schizophrenia. However, antipsychotic polypharmacy (APP) is common in clinical practice, and appears to be related to illness severity and duration, treatment-refractoriness, hospitalization status, duration of hospitalization, geographic region and age. Given the high number of different antipsychotic combinations reported i...
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When the objective is to forecast a variable of interest but with many explanatory variables available, one could possibly improve the forecast by carefully integrating them. There are generally two directions one could proceed: combination of forecasts (CF) or combination of information (CI). CF combines forecasts generated from simple models each incorporating a part of the whole information ...
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In this paper I will argue that if physics is to become a coherent metaphysics of nature it needs an “interpretation”. As I understand it, an interpretation of a physical theory amounts to offering (1) a precise formulation of its ontological claims and (2) a clear account of how such claims are related to the world of our experience. Notably, metaphysics enters importantly in both tasks: in (1...
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ژورنال
عنوان ژورنال: Fuzzy Sets and Systems
سال: 2004
ISSN: 0165-0114
DOI: 10.1016/j.fss.2003.11.010